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Pycytominer paper submission
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@gwaybio gwaybio released this 24 Jun 09:00
· 19 commits to main since this release
v1.0
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Adding release tag to coincide with pycytominer paper submission.

What's Changed

  • Cytotoxic and Nuisance Metadata Search by @axiomcura in #1
  • Generating data splits: Train, Test and holdout datasets by @axiomcura in #2
  • Multi-Class Logistic Regression Training and Evaluation by @axiomcura in #3
  • Applying JUMP normalized aggregate dataset to Multi-class pre trained model by @axiomcura in #4
  • Adding class type into the PR and F1 scores by @axiomcura in #7
  • Assessing Multi-Class Logistic Regression Model Performance on JUMP Dataset with Various Data Splits Figures by @axiomcura in #8
  • Training Multi-Class Logistic Regression model with only shared features. by @axiomcura in #14
  • Figure 2: Model performance and evaluation using Patchwork by @axiomcura in #13
  • Finalized figs by @axiomcura in #15
  • added supplementary table 2 by @axiomcura in #16

New Contributors

Full Changelog: https://github.com/WayScience/Cytotoxic-Nuisance-Metadata-Analysis/commits/v1.0

Contributors

axiomcura
Assets 2
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